forked from horsepurve/DeepRTplus
-
Notifications
You must be signed in to change notification settings - Fork 0
/
pipeline_ATLANTIS_SILICA_emb.sh
73 lines (65 loc) · 2.12 KB
/
pipeline_ATLANTIS_SILICA_emb.sh
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
function do1round()
{
# $1: job name
# $2: seed
# $3: job round number
# $4: conv1 kernel
# $5: conv2 kernel
# $6: config.py
echo "##### job: "${1}" | seed: "${2}" | round: "$3" #####"
if [ ! -d ${1} ]; then
mkdir ${1}
fi
if [ ! -d ${1}"/"${2} ]; then
mkdir ${1}"/"${2}
fi
if [ ! -d ${1}"/"${2}"/"${3} ]; then
mkdir ${1}"/"${2}"/"${3}
fi
echo "train_path = 'data/"${1}"_train_"${2}".txt'" > ${6} # 1
echo "test_path = 'data/"${1}"_test_"${2}".txt' " >> ${6} # 2
echo "result_path = 'work/"${1}"_pred_"${2}"_"${3}".txt'" >> ${6} # 3
echo "log_path = 'work/"${1}"_"${2}"_"${3}".log'" >> ${6} # 4
echo "save_prefix = 'work/"${1}"/"${2}"/"${3}"'" >> ${6} # 5
echo "pretrain_path = ''" >> ${6} # 6
echo "dict_path = ''" >> ${6} # 7
echo "" >> ${6}
echo "conv1_kernel = "${4} >> ${6} # 8
echo "conv2_kernel = "${5} >> ${6} # 9
# these params won't change for HILIC data:
echo "min_rt = 9" >> ${6}
echo "max_rt = 46" >> ${6}
echo "time_scale = 1" >> ${6}
echo "max_length = 49" >> ${6}
cd ..
python capsule_network_emb.py
cd work
}
function ensemble1sed
{
# scale = argv[1]
# round1dir = argv[2] # 'work/dia/59/1/'
# conv1 = argv[3]
# round2dir = argv[4] # 'work/dia/59/2/'
# conv2 = argv[5]
# round3dir = argv[6] # 'work/dia/59/3/'
# conv3 = argv[7]
# result_ensemble = argv[8]
round1dir="work/"${1}"/"${2}"/"${3}"/"
conv1=${4}
round2dir="work/"${1}"/"${2}"/"${5}"/"
conv2=${6}
round3dir="work/"${1}"/"${2}"/"${7}"/"
conv3=${8}
result="work/"${1}"_notrans_"${2}"_ensemble.txt" # Note thies mark
cd ..
python ensemble_emb.py ${9} $round1dir $conv1 $round2dir $conv2 $round3dir $conv3 $result ${10} > "work/"${1}"_notrans_"${2}"_ensemble.log"
cd work
}
echo "job no.1/10"
# do1round "ATLANTIS_SILICA" 42 1 8 8 "../config.py"
do1round "ATLANTIS_SILICA" 42 2 10 10 "../config.py"
do1round "ATLANTIS_SILICA" 42 3 12 12 "../config.py"
echo "ensemble 3 rounds, 5 epochs each"
ensemble1sed "ATLANTIS_SILICA" 42 '1' 8 '2' 10 '3' 12 9 46
echo -e "done\n"